{"id":"W3154751299","doi":"10.1111/medu.14541","title":"When I say … feedback literacy","year":2021,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Literacy; Psychology; Medical education; Medicine; Computer science; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003932463,0.000459719,0.0004064915,0.001162234,0.002566795,0.005609565,0.0006341783,0.002809142,0.03165847],"category_scores_gemma":[0.0497306,0.0002999473,0.0004575582,0.000633746,0.003794704,0.006066152,0.003573983,0.005177571,0.01645161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00190246,"about_ca_system_score_gemma":0.002941526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004178131,"about_ca_topic_score_gemma":0.004034476,"domain_scores_codex":[0.9914349,0.003443278,0.0004026799,0.0005666215,0.002964495,0.001187969],"domain_scores_gemma":[0.9832053,0.006645552,0.001949173,0.0005391484,0.005075525,0.002585394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001531301,0.0001670038,0.007990125,0.0004995466,0.00003359696,0.0006704663,0.03996962,0.00009445352,0.001853642,0.0287102,0.6923172,0.227541],"study_design_scores_gemma":[0.00002446243,0.0001484805,0.006123939,0.001299154,0.0000230209,0.001764662,0.01832248,0.0001706633,0.001552297,0.01477212,0.9557038,0.00009494952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03011522,0.01128837,0.01528345,0.4788901,0.01546424,0.0001736474,0.0005272709,0.001856636,0.4464009],"genre_scores_gemma":[0.4356166,0.01216652,0.007594726,0.2515996,0.004907741,0.0003319153,0.0005422447,0.0008198957,0.2864207],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03165847,"threshold_uncertainty_score":0.1059082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009313986673611312,"score_gpt":0.354518646494518,"score_spread":0.3452046598209067,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}